icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Boston Dukes | EHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Boston Dukes | EHL | 16 | 1 | 6 | 7 | 0.438 | 0.1011 | 0.1011 | 0.2141 | 0.2141 |
| 2020-21 | Wisconsin Rapids Riverkings | USPHL-Premier | 27 | 5 | 8 | 13 | 0.481 | 0.0630 | 0.0630 | 0.1634 | 0.1634 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
| 2024-25 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
| 2023-24 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
| 2022-23 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
| 2021-22 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
| 2020-21 | Stony Brook University | ACHA_D1 | — | — | 24 | 8 | 5 | 13 | 0.542 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.